Concepedia

Rong Ge

RG

Statistics

Publications

40

Citations

3.1K

H-Index

25

Active since

2012

Affiliations

Duke University(Current)

Princeton University

Massachusetts Institute of Technology

University of California, Berkeley

University of Washington

Rong Ge is an author at Duke University specializing in computer science, computing, and machine learning.

Publications per year

2012–2022

40

Publications

40

Computing a nonnegative matrix factorization -- provably

Sanjeev Arora, Rong Ge, Ravindran Kannan et al. · 2012 · 293 citations

Computing, Computer Science, Algorithms +14

Provable Bounds for Learning Some Deep Representations

Sanjeev Arora, Aditya Bhaskara, Rong Ge et al. · arXiv (Cornell University) · 2013 · 242 citations · Full text

Computing, Computer Science, Algorithms +16

Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator

Maryam Fazel, Rong Ge, Sham M. Kakade et al. · arXiv (Cornell University) · 2018 · 241 citations · Full text

Natural Sciences, Mathematics, Algorithms +16

How to escape saddle points efficiently

Chi Jin, Rong Ge, Praneeth Netrapalli et al. · International Conference on Machine Learning · 2017 · 236 citations

Computing, Computer Science, Algorithms +15

How to Escape Saddle Points Efficiently

Chi Jin, Rong Ge, Praneeth Netrapalli et al. · arXiv (Cornell University) · 2017 · 232 citations · Full text

Computing, Computer Science, Algorithms +15

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